Dr Yunpeng Zhu
PhD(Sheffield)
Research Overview
Physically interpretable machine learning, Data-driven science, Nonlinear dynamics, System identification, Large-scale dynamic systems analysis and design, Non-Destructive Testing, Vibration isolation/harvesting and control, Graphical Neural Networks
Interests
My research interests are in Data-driven science, physically interpretable machine learning, and their applications to dynamical systems in several key areas: Nonlinear dynamics; System identification; Large-scale dynamic systems analysis and design; System condition monitoring; Non-Destructive Testing; Vibration isolation, harvesting and control; Graphical Neural Networks, etc., as well as their engineering applications across a variety of disciplines.